Part 2 Data cleaning - Vultures
All tracking devices come with errors, and each track must be checked visual and cleaned of outliers before analysis.
This page shows this process for each animal within the project. It has been automated so that we always have access to a stardardised and cleaned locations database.
Animals are cleaned in the order in which they occur in the database.
2.0.2 OC8 - Cathartes melambrotus
First observation: 2021-06-10 11:00:17
Last observation: 2024-03-24 15:00:20
Active for: 1018.2 days


2.0.3 OC6 - Cathartes melambrotus
First observation: 2021-06-11 11:00:26
Last observation: 2022-02-18 10:00:53
Active for: 252 days


2.0.4 OC3 - Sarcoramphus papa
First observation: 2021-06-19 05:00:53
Last observation: 2024-03-21 10:00:19
Active for: 1006.2 days


2.0.5 OC4 - Sarcoramphus papa
First observation: 2021-07-03 04:01:23
Last observation: 2021-08-12 09:00:34
Active for: 40.2 days


2.0.6 OC5 - Sarcoramphus papa
First observation: 2021-07-05 10:52:00
Last observation: 2021-09-17 11:32:00
Active for: 74 days


2.0.7 OC7 - Sarcoramphus papa
First observation: 2021-07-06 11:16:00
Last observation: 2022-11-09 06:02:58
Active for: 490.8 days


2.0.8 OC9 - Sarcoramphus papa
First observation: 2021-07-10 04:00:53
Last observation: 2024-02-26 10:00:53
Active for: 961.2 days


2.0.9 OC2 - Cathartes melambrotus
First observation: 2021-08-08 18:02:08
Last observation: 2022-09-05 10:00:20
Active for: 392.7 days


2.0.10 OC1 - Cathartes melambrotus
First observation: 2021-08-09 05:01:53
Last observation: 2024-03-24 15:00:27.9
Active for: 958.4 days


2.0.11 OC10 - Cathartes melambrotus
First observation: 2021-08-09 06:11:36
Last observation: 2024-03-24 10:00:34
Active for: 958.2 days


2.0.12 Attenborough - Sarcoramphus papa
First observation: 2022-02-16 10:00:41
Last observation: 2024-03-06 15:02:36
Active for: 749.2 days


2.0.13 Ugalde - Sarcoramphus papa
First observation: 2022-03-02 12:00:23
Last observation: 2024-03-24 15:00:49
Active for: 753.1 days


2.0.14 Forsyth - Sarcoramphus papa
First observation: 2022-03-03 12:00:21
Last observation: 2023-12-17 10:01:53
Active for: 653.9 days


2.0.15 Fossey - Sarcoramphus papa
First observation: 2022-03-07 10:30:23
Last observation: 2024-03-22 15:00:41
Active for: 746.2 days


2.0.16 Goodall - Sarcoramphus papa
First observation: 2022-03-09 15:30:09
Last observation: 2024-02-18 15:00:15
Active for: 711 days

The point in red has been removed!
Check it has gone:

2.0.17 Carson - Sarcoramphus papa
First observation: 2022-03-10 08:00:09
Last observation: 2022-09-09 10:00:53
Active for: 183.1 days


2.0.18 Wilson - Sarcoramphus papa
First observation: 2022-03-24 17:00:22
Last observation: 2024-03-03 15:01:38
Active for: 709.9 days


2.0.19 Santa - Sarcoramphus papa
First observation: 2022-12-23 14:01:11
Last observation: 2024-03-23 15:05:05
Active for: 456 days


2.0.20 Robinhood - Sarcoramphus papa
First observation: 2022-12-23 16:00:40
Last observation: 2024-03-24 15:00:16
Active for: 457 days


2.0.21 Frosty - Sarcoramphus papa
First observation: 2022-12-28 04:00:53
Last observation: 2024-03-24 15:00:21
Active for: 452.5 days


2.0.22 Wenceslas - Sarcoramphus papa
First observation: 2022-12-28 14:00:23
Last observation: 2024-03-24 15:00:16
Active for: 452 days


2.0.23 Elvis - Sarcoramphus papa
First observation: 2022-12-28 16:30:27
Last observation: 2024-03-24 15:00:20
Active for: 451.9 days


2.0.24 Messi - Sarcoramphus papa
First observation: 2023-01-07 11:00:11
Last observation: 2024-03-24 15:00:19
Active for: 442.2 days


2.0.25 Jatayu - Sarcoramphus papa
First observation: 2023-01-07 13:00:09
Last observation: 2024-03-24 13:00:07
Active for: 442 days


2.0.26 Rocky - Sarcoramphus papa
First observation: 2023-01-16 12:00:41
Last observation: 2024-03-24 15:00:16
Active for: 433.1 days

The point in red has been removed!

2.0.27 Carolina - Sarcoramphus papa
First observation: 2023-01-17 09:00:23
Last observation: 2024-03-24 15:00:16
Active for: 432.2 days


2.0.28 Moskovits - Sarcoramphus papa
First observation: 2023-01-23 12:00:20
Last observation: 2024-03-24 15:00:24
Active for: 426.1 days


2.0.29 Charizard - Sarcoramphus papa
First observation: 2023-01-23 14:00:07
Last observation: 2024-03-24 15:00:16
Active for: 426 days


2.0.30 Bonnie - Sarcoramphus papa
First observation: 2023-01-23 14:30:23
Last observation: 2024-03-24 15:00:16
Active for: 426 days


2.0.31 Fortaleza - Sarcoramphus papa
First observation: 2023-01-30 12:00:11
Last observation: 2023-02-06 10:00:17
Active for: 6.9 days


2.0.32 Kingkong - Sarcoramphus papa
First observation: 2023-02-04 10:00:41
Last observation: 2024-03-24 15:05:05
Active for: 414.2 days
NOTE It is not possible to make the error plot as it takes to long due to the 1 second data window. I have checked it offline and it is good.


2.0.33 Elizabeth - Sarcoramphus papa
First observation: 2023-02-04 12:00:41
Last observation: 2024-03-24 15:00:21
Active for: 414.1 days


2.0.34 Clifford - Cathartes aura
First observation: 2023-03-03 11:35:16
Last observation: 2024-03-24 15:00:23
Active for: 387.1 days


2.0.35 Pedro - Cathartes aura
First observation: 2023-03-20 15:00:10
Last observation: 2024-03-24 15:01:25
Active for: 370 days


2.0.36 Kingdavid - Sarcoramphus papa
First observation: 2023-03-24 15:00:07
Last observation: 2024-03-24 15:00:16
Active for: 366 days


2.0.37 Pilo - Cathartes aura
First observation: 2023-03-27 12:00:47
Last observation: 2023-06-29 17:30:36
Active for: 94.2 days


2.0.38 Nekhbet - Sarcoramphus papa
First observation: 2023-04-23 04:00:53
Last observation: 2024-03-24 15:01:58
Active for: 336.5 days


2.0.39 Spazzino - Sarcoramphus papa
First observation: 2023-04-26 12:00:47
Last observation: 2024-03-22 15:00:18
Active for: 331.1 days


2.0.40 Charles - Sarcoramphus papa
First observation: 2023-05-10 12:00:18
Last observation: 2024-03-24 07:00:19
Active for: 318.8 days


2.0.41 Shakira - Sarcoramphus papa
First observation: 2023-05-10 14:00:40
Last observation: 2024-03-24 15:00:24
Active for: 319 days


2.0.42 Siegfried - Sarcoramphus papa
First observation: 2023-05-11 12:00:41
Last observation: 2024-03-24 15:00:16
Active for: 318.1 days


2.0.43 Illari - Sarcoramphus papa
First observation: 2023-05-11 14:00:41
Last observation: 2024-03-24 15:00:16
Active for: 318 days


2.0.44 Yemanja - Sarcoramphus papa
First observation: 2023-05-13 04:00:53
Last observation: 2024-03-01 07:00:25
Active for: 293.1 days


2.0.45 Tupac - Sarcoramphus papa
First observation: 2023-05-23 16:00:18
Last observation: 2024-03-24 15:00:16
Active for: 306 days


2.0.46 Steve - Sarcoramphus papa
First observation: 2023-05-23 18:00:41
Last observation: 2024-03-24 07:00:28
Active for: 305.5 days


2.0.47 Mufasa - Sarcoramphus papa
First observation: 2023-06-08 04:00:53
Last observation: 2024-03-24 07:00:16
Active for: 290.1 days


2.0.48 Gordon - Sarcoramphus papa
First observation: 2023-06-08 14:00:53
Last observation: 2024-03-24 15:01:04
Active for: 290 days


2.0.49 Dustin - Cathartes aura
First observation: 2023-06-12 18:00:54
Last observation: 2024-03-24 15:00:21
Active for: 285.9 days


2.0.50 Sherekhan - Coragyps atratus
First observation: 2023-06-14 10:01:17
Last observation: 2024-03-24 13:40:20
Active for: 284.2 days


2.0.51 Buzzie - Coragyps atratus
First observation: 2023-06-14 16:00:38
Last observation: 2024-03-24 15:01:01
Active for: 284 days


2.0.52 Flaps - Coragyps atratus
First observation: 2023-06-14 16:01:41
Last observation: 2024-03-24 15:00:20
Active for: 284 days


2.0.53 Ziggy - Coragyps atratus
First observation: 2023-06-14 18:01:01
Last observation: 2024-03-24 15:00:48
Active for: 283.9 days


2.0.54 Dizzy - Coragyps atratus
First observation: 2023-06-14 18:02:15
Last observation: 2024-03-24 15:00:24
Active for: 283.9 days


2.0.55 Sonqoy - Cathartes aura
First observation: 2023-06-15 16:00:20
Last observation: 2024-03-24 15:00:23
Active for: 283 days


2.0.56 Wayra - Cathartes melambrotus
First observation: 2023-08-05 11:00:40
Last observation: 2024-03-24 14:00:33
Active for: 232.1 days


2.0.57 Chifle - Cathartes melambrotus
First observation: 2023-08-07 15:00:41
Last observation: 2024-03-24 14:00:49
Active for: 230 days


2.0.58 Sparrow - Sarcoramphus papa
First observation: 2023-08-09 10:00:14
Last observation: 2024-03-24 14:00:16
Active for: 228.2 days


2.0.59 Yellow - Cathartes melambrotus
First observation: 2023-08-14 15:00:23
Last observation: 2024-03-13 11:00:34
Active for: 211.8 days


2.0.60 Psyduck - Cathartes melambrotus
First observation: 2023-08-14 17:00:41
Last observation: 2024-03-24 14:00:44
Active for: 222.9 days


2.0.61 Gold - Cathartes melambrotus
First observation: 2023-08-15 14:30:41
Last observation: 2024-03-24 11:00:49
Active for: 221.9 days


2.0.62 Panchito - Sarcoramphus papa
First observation: 2023-08-17 16:30:11
Last observation: 2024-03-19 11:00:19
Active for: 214.8 days


2.0.63 Serena - Sarcoramphus papa
First observation: 2023-08-18 11:50:08
Last observation: 2024-02-22 06:00:19
Active for: 187.8 days


2.0.64 Cronos - Sarcoramphus papa
First observation: 2023-09-06 13:30:14
Last observation: 2024-03-19 11:00:17
Active for: 194.9 days


2.0.69 Zeus - Sarcoramphus papa
First observation: 2023-09-13 13:00:16
Last observation: 2024-03-24 14:00:16
Active for: 193 days


2.0.70 Kika - Cathartes melambrotus
First observation: 2023-09-14 14:00:16
Last observation: 2024-03-24 14:00:28
Active for: 192 days


2.0.71 Cheddar - Cathartes melambrotus
First observation: 2023-09-15 04:30:53
Last observation: 2024-03-24 14:00:23
Active for: 191.4 days


2.0.72 Ketchup - Cathartes aura
First observation: 2023-09-15 12:00:11
Last observation: 2024-03-24 14:00:44
Active for: 191.1 days


2.0.73 Pachacutec - Sarcoramphus papa
First observation: 2023-09-15 14:00:09
Last observation: 2024-03-24 14:00:07
Active for: 191 days


2.0.74 Mostaza - Cathartes melambrotus
First observation: 2023-09-15 15:00:28
Last observation: 2024-03-24 09:30:14
Active for: 190.8 days


2.0.75 Kiteri - Cathartes melambrotus
First observation: 2023-09-15 15:30:31
Last observation: 2024-03-24 14:00:22
Active for: 190.9 days


2.0.76 Morgan - Sarcoramphus papa
First observation: 2023-09-19 12:00:19
Last observation: 2024-03-03 14:00:06
Active for: 166.1 days


2.0.77 Antares - Cathartes melambrotus
First observation: 2023-09-20 17:20:28
Last observation: 2024-03-22 16:30:26
Active for: 184 days


2.0.78 Wanda - Sarcoramphus papa
First observation: 2023-09-25 11:00:07
Last observation: 2024-03-20 11:00:17
Active for: 177 days


2.0.79 Cosmo - Sarcoramphus papa
First observation: 2023-09-25 12:00:09
Last observation: 2024-03-24 14:00:18
Active for: 181.1 days


2.0.80 Vermelho - Cathartes aura
First observation: 2023-10-12 17:30:13
Last observation: 2024-03-16 14:00:31
Active for: 155.9 days


2.0.81 Puka - Cathartes aura
First observation: 2023-10-12 18:00:53
Last observation: 2023-10-13 04:00:41
Active for: 10 days


2.0.82 Calebinho - Sarcoramphus papa
First observation: 2023-10-23 08:00:07
Last observation: 2024-03-08 14:00:08
Active for: 137.3 days


2.0.83 Rolim - Sarcoramphus papa
First observation: 2023-10-23 10:00:20
Last observation: 2024-03-23 14:00:16
Active for: 152.2 days


2.0.84 Picasso - Coragyps atratus
First observation: 2023-10-23 12:00:52
Last observation: 2024-03-22 14:00:28
Active for: 151.1 days


2.0.85 Salvador - Sarcoramphus papa
First observation: 2023-11-05 10:50:23
Last observation: 2024-03-09 11:00:19
Active for: 125 days


2.0.86 Sirius - Coragyps atratus
First observation: 2023-11-05 11:35:41
Last observation: 2024-03-22 14:00:47
Active for: 138.1 days


2.0.87 Yana - Coragyps atratus
First observation: 2023-11-05 14:00:31
Last observation: 2024-03-24 14:00:28
Active for: 140 days


2.0.88 Chilombiano - Coragyps atratus
First observation: 2023-11-05 14:00:41
Last observation: 2024-03-24 11:00:29
Active for: 139.9 days


2.0.89 Toruk - Sarcoramphus papa
First observation: 2023-11-09 09:30:07
Last observation: 2024-03-16 14:00:16
Active for: 128.2 days


2.0.90 Artemis - Cathartes melambrotus
First observation: 2023-11-10 16:00:31
Last observation: 2024-03-24 14:00:45
Active for: 134.9 days


2.0.91 Mendel - Cathartes melambrotus
First observation: 2023-11-11 10:00:57
Last observation: 2024-03-24 14:00:36
Active for: 134.2 days


2.0.92 Pepper - Cathartes aura
First observation: 2023-11-15 11:50:31
Last observation: 2024-03-24 14:00:27
Active for: 130.1 days















